Incorporating Second-Order Functional Knowledge for Better Option Pricing

id : 20240514240729
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Authors

François Bélisle, Yoshua Bengio, David Charles, René García, Claude Nadeau

Citations (97)

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Neural Network Fundamentals and Applications in Physical Sciences/Computer Science/Artificial Intelligence

Label Propagation and Quadratic Criterion

id : 20240514240727
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Authors

Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux

Citations (226)

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Face Recognition and Dimensionality Reduction Techniques in Physical Sciences/Computer Science/Computer Vision and Pattern Recognition

Learning a synaptic learning rule

id : 20240514240728
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Authors

Yoshua Bengio, Samy Bengio, J. Cloutier

Citations (185)

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Topics

Neural Network Fundamentals and Applications in Physical Sciences/Computer Science/Artificial Intelligence

On the Morality of Artificial Intelligence [Commentary]

id : 20240514240732
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Authors

Alexandra Sasha Luccioni, Yoshua Bengio

Citations (23)

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Topics

Explainable Artificial Intelligence in Physical Sciences/Computer Science/Artificial Intelligence

Probabilistic Planning with Sequential Monte Carlo methods

id : 20240514240731
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Authors

Alexandre Piché, Valentin Thomas, Cyril Ibrahim, Yoshua Bengio, Chris Pal

Citations (26)

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Topics

Artificial Intelligence Planning and Reasoning in Physical Sciences/Computer Science/Artificial Intelligence

Rethinking Distributional Matching Based Domain Adaptation

id : 20240514240733
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Authors

Bo Li, Yezhen Wang, Tong Che, Shanghang Zhang, Sicheng Zhao, Pengfei Xu, Wei Zhou, Yoshua Bengio, Kurt Keutzer

Citations (21)

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Advances in Transfer Learning and Domain Adaptation in Physical Sciences/Computer Science/Artificial Intelligence

Selective Small Molecule Peptidomimetic Ligands of TrkC and TrkA Receptors Afford Discrete or Complete Neurotrophic Activities

id : 20240514240734
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Authors

Maria Clara Zaccaro, Hong Boon Lee, Mookda Pattarawarapan, Zebin Xia, Antoine W. Caron, Pierrre-Jean L’Heureux, Yoshua Bengio, Kevin Burgess, H. Uri Saragovi

Citations (48)

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Cyclotide Bioengineering and Protein Anchoring Mechanisms in Life Sciences/Biochemistry, Genetics and Molecular Biology/Molecular Biology

Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

id : 20240514240730
types : WORK
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Authors

Miles Brundage, Shahar Avin, Jasmine Wang, Haydn Belfield, Gretchen Krueger, Gillian K. Hadfield, Heidy Khlaaf, Jingying Yang, Helen Toner, Ruth Fong, Tegan Maharaj, Pang Wei Koh, Sara Hooker, Jade Leung, Andrew Trask, Emma Bluemke, Jonathan Lebensbold, Cullen O'Keefe, Mark Koren, Théo Ryffel, Jasmin Rubinovitz, Tamay Besiroglu, Federica Carugati, Jack Clark, Peter Eckersley, Sarah Haas, Maritza Johnson, Ben Laurie, Alex Ingerman, Igor Krawczuk, Amanda Askell, Rosario Cammarota, Andrew Lohn, David W. Krueger, Charlotte Stix, Peter Henderson, Logan Graham, Carina Prunkl, Bianca Martin, Elizabeth Seger, Noa Zilberman, Seán Ó hÉigeartaigh, Frens Kroeger, Girish Sastry, Rebecca Kagan, Adrian Weller, Brian Tse, Elizabeth A. Barnes, Allan Dafoe, Paul Scharre, Ariel Herbert-Voss, Martijn Rasser, Shagun Sodhani, Carrick Flynn, Thomas Gilbert, Lisa M. Dyer, Saif M. Khan, Yoshua Bengio, Markus Anderljung

Citations (26)

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Topics

Adversarial Robustness in Deep Learning Models in Physical Sciences/Computer Science/Artificial Intelligence

Yoshua Bengio

id : 20240514240781
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keywords :

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(Private)-Retroactive Carbon Pricing [(P)Recap]: A Market-Based Approach for Climate Finance and Risk Assessment

id : 20240514240750
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Authors

Yoshua Bengio, Prateek Gupta, Dylan Radovic, Maarten P. Scholl, Andrew Williams, Christian Schroeder de Witt, Tianyu Zhang, Yang Zhang

Citations (1)

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Topics

Economic Implications of Climate Change Policies in Social Sciences/Economics, Econometrics and Finance/Economics and Econometrics

A community effort in SARS‐CoV‐2 drug discovery

id : 20240514240748
types : WORK
keywords :

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Authors

Johannes Schimunek, Philipp Seidl, Katarina Elez, Tim Hempel, Tuan Le, Frank Noé, Simon Olsson, Lluís Raich, Robin Winter, Hatice Gökcan, Filipp Gusev, Evgeny Gutkin, Olexandr Isayev, Maria Kurnikova, Chamali H. Narangoda, Roman I. Zubatyuk, Ivan P. Bosko, Konstantin V. Furs, Anna D. Karpenko, Yury V. Kornoushenko, Mikita Shuldau, Artsemi Yushkevich, Mohammed Benabderrahmane, Patrick Bousquet‐Melou, Ronan Bureau, Beatrice Charton, Bertrand C. Cirou, Gérard Gil, William J. Allen, Suman Sirimulla, Stanley J. Watowich, Nick Antonopoulos, Nikolaos Epitropakis, Agamemnon Krasoulis, Vassilis Itsikalis, Stavros Theodorakis, Igor Kozlovskii, Anton Maliutin, Alexander Medvedev, Petr Popov, Mark Zaretckii, Hamid Eghbal-zadeh, Christina Halmich, Sepp Hochreiter, Andreas Mayr, Peter Ruch, Michael Widrich, Francois Berenger, Ashutosh Kumar, Yoshihiro Yamanishi, Kam Y. J. Zhang, Emmanuel Bengio, Yoshua Bengio, Moksh Jain, Maksym Korablyov, Chenghao Liu, Gilles Marcou, Enrico Glaab, Kelly K. Barnsley, Suhasini M. Iyengar, Mary Jo Ondrechen, V. Joachim Haupt, Florian Kaiser, Michael Schroeder, Luisa Pugliese, Simone Albani, Christina Athanasiou, Andrea R. Beccari, Paolo Carloni, Giulia D’Arrigo, Eleonora Gianquinto, Jonas Goßen, Anton Hanke, Benjamin P. Joseph, Daria B. Kokh, Sandra Kovachka, Candida Manelfi, Goutam Mukherjee, Abraham Muñiz‐Chicharro, Francesco Musiani, Ariane Nunes‐Alves, Giulia Paiardi, Giulia Rossetti, S. Kashif Sadiq, Francesca Spyrakis, Carmine Talarico, Alexandros Tsengenes, Rebecca C. Wade, Conner Copeland, Jeremiah Gaiser, Daniel R. Olson, Amitava Roy, Vishwesh Venkatraman, Travis J. Wheeler, Haribabu Arthanari, Klara Blaschitz, Marco Cespugli, Vedat Durmaz, Konstantin Fackeldey, Patrick D. Fischer, Christoph Gorgulla, Christian J. Gruber, Karl Gruber, Michael Hetmann, Jamie Kinney, Krishna Mohan Das, Shreya Pandita, Amit Singh, Georg Steinkellner, Guilhem Tesseyre, Gerhard Wagner, Zifu Wang, Ryan Yust, Dmitry Druzhilovskiy, Dmitry Filimonov, Pavel V. Pogodin, Vladimir Poroikov, А. В. Рудик, Leonid Stolbov, A. V. Veselovsky, Maria de Lurdes Pereira Rosa, Giada De Simone, Maria Rita Gulotta, Jessica Lombino, Nedra Mekni, Ugo Perricone, Arturo Casini, Amanda Embree, D. Benjamin Gordon, David Lei, Katelin Pratt, Christopher A. Voigt, Kuang‐Yu Chen, Yves Jacob, Tim Krischuns, Pierre Lafaye, Agnès Zettor, Myosotys Rodriguez, Kris M. White, D. Fearon, F. von Delft, Martin Walsh, Dragos Horvath, Charles L. Brooks, Babak Falsafi, Bryan Ford, Adolfo García‐Sastre, Sang Yup Lee, Nadia Naffakh, Alexandre Varnek, Günter Klambauer, Thomas Hermans

Citations (0)

Concepts

Topics

Computational Methods in Drug Discovery in Physical Sciences/Computer Science/Computational Theory and Mathematics

A community effort to discover small molecule SARS-CoV-2 inhibitors

id : 20240514240738
types : WORK
keywords :

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Authors

Johannes Schimunek, Philipp Seidl, Katarina Elez, Tim Hempel, Tuan Le, Frank Noé, Simon Olsson, Lluís Raich, Robin Winter, Hatice Gökcan, Filipp Gusev, Evgeny Gutkin, Olexandr Isayev, Maria Kurnikova, Chamali H. Narangoda, Roman I. Zubatyuk, Ivan P. Bosko, Konstantin V. Furs, Anna D. Karpenko, Yury V. Kornoushenko, Mikita Shuldau, Artsemi Yushkevich, Mohammed Benabderrahmane, Patrick Bousquet‐Melou, Ronan Bureau, Beatrice Charton, Bertrand C. Cirou, Gérard Gil, William J. Allen, Suman Sirimulla, Stanley J. Watowich, Nick A. Antonopoulos, Nikolaos Epitropakis, Agamemnon K. Krasoulis, Vassilis P. Pitsikalis, Stavros T. Theodorakis, Igor Kozlovskii, Anton Maliutin, Alexander Medvedev, Petr Popov, Mark Zaretckii, Hamid Eghbal-zadeh, Christina Halmich, Sepp Hochreiter, Andreas Mayr, Peter Ruch, Michael Widrich, Francois Berenger, Ashutosh Kumar, Yoshihiro Yamanishi, Kam Y. J. Zhang, Emmanuel Bengio, Yoshua Bengio, Moksh Jain, Maksym Korablyov, Chenghao Liu, Gilles Marcou, Enrico Glaab, Kelly K. Barnsley, Suhasini Iyengar, Mary Jo Ondrechen, V. Joachim Haupt, Florian Kaiser, Michael Schroeder, Luisa Pugliese, Simone Albani, Christina Athanasiou, Andrea R. Beccari, Paolo Carloni, Giulia D’Arrigo, Eleonora Gianquinto, Jonas Goßen, Anton Hanke, Benjamin P. Joseph, Daria B. Kokh, Sandra Kovachka, Candida Manelfi, Goutam Mukherjee, Abraham Muñiz‐Chicharro, Francesco Musiani, Ariane Nunes‐Alves, Giulia Paiardi, Giulia Rossetti, S. Kashif Sadiq, Francesca Spyrakis, Carmine Talarico, Alexandros Tsengenes, Rebecca C. Wade, Conner Copeland, Jeremiah Gaiser, Daniel R. Olson, Amitava Roy, Vishwesh Venkatraman, Travis J. Wheeler, Haribabu Arthanari, Klara Blaschitz, Marco Cespugli, Vedat Durmaz, Konstantin Fackeldey, Patrick D. Fischer, Christoph Gorgulla, Christian J. Gruber, Karl Gruber, Michael Hetmann, Jamie Kinney, Krishna Mohan Das, Shreya Pandita, Amit Singh, Georg Steinkellner, Guilhem Tesseyre, Gerhard Wagner, Zifu Wang, Ryan Yust, Dmitry Druzhilovskiy, Dmitry Filimonov, Pavel V. Pogodin, Vladimir Poroikov, А. В. Рудик, Leonid Stolbov, A. V. Veselovsky, Maria de Lurdes Pereira Rosa, Giada De Simone, Maria Rita Gulotta, Jessica Lombino, Nedra Mekni, Ugo Perricone, Arturo Casini, Amanda Embree, D. Benjamin Gordon, David Lei, Katelin Pratt, Christopher A. Voigt, Kuang-Yu Chen, Yves Jacob, Tim Krischuns, Pierre Lafaye, Agnès Zettor, Myosotys Rodriguez, Kris M. White, D. Fearon, F. von Delft, Martin Walsh, Dragos Horvath, Charles L. Brooks, Babak Falsafi, Bryan Ford, Adolfo García‐Sastre, Sang Yup Lee, Nadia Naffakh, Alexandre Varnek, Günter Klambauer, Thomas Hermans

Citations (1)

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Concepts

Topics

Computational Methods in Drug Discovery in Physical Sciences/Computer Science/Computational Theory and Mathematics

AI For Global Climate Cooperation 2023 Competition Proceedings

id : 20240514240747
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keywords :

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Authors

Yoshua Bengio, Prateek Gupta, Li Lu, Soham R. Phade, Sunil Srinivasa, Andrew Williams, Tianyu Zhang, Yang Zhang, Stephan Zheng

Citations (0)

Concepts

Topics

Economic Implications of Climate Change Policies in Social Sciences/Economics, Econometrics and Finance/Economics and Econometrics

AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N

id : 20240514240751
types : WORK
keywords :

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Authors

Tianyu Zhang, Andrew Williams, Soham R. Phade, Sunil Srinivasa, Yang Zhang, Prateek Gupta, Yoshua Bengio, Stephan Zheng

Citations (1)

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Topics

Economic Implications of Climate Change Policies in Social Sciences/Economics, Econometrics and Finance/Economics and Econometrics

Automated Detection of Anatomical Landmarks During Colonoscopy Using a Deep Learning Model

id : 20240514240736
types : WORK
keywords :

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Authors

Mahsa Taghiakbari, Sina Hamidi Ghalehjegh, Emmanuel Jehanno, Tess Berthier, Lisa di Jorio, Saber Ghadakzadeh, Alan Barkun, Mark Takla, Mickaël Bouin, Érik Deslandres, Simon Bouchard, Sacha Sidani, Yoshua Bengio, Daniel von Renteln

Citations (2)

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Topics

Global Trends in Colorectal Cancer Research in Health Sciences/Medicine/Oncology

Big Data: Theoretical Aspects [Scanning the Issue]

id : 20240514240741
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Authors

S. Haykin, Stephen J. Wright, Yoshua Bengio

Citations (6)

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Concepts

Topics

Impact of Big Data on Society and Industry in Social Sciences/Decision Sciences/Information Systems and Management

Gradient Based Optimization of Hyper Parameters

id : 20240514240744
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Authors

Yoshua Bengio

Citations (4)

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Concepts

Topics

Neural Network Fundamentals and Applications in Physical Sciences/Computer Science/Artificial Intelligence

Improving First and Second-Order Methods by Modeling Uncertainty

id : 20240514240737
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Authors

Nicolas Le Roux, Yoshua Bengio, Andrew Fitzgibbon

Citations (12)

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Topics

Optimization Techniques in Simulation Modeling in Social Sciences/Decision Sciences/Management Science and Operations Research

Large-Scale Algorithms

id : 20240514240749
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Authors

Olivier Delalleau, Yoshua Bengio, Nicolas Le Roux

Citations (3)

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Concepts

Topics

Neural Network Fundamentals and Applications in Physical Sciences/Computer Science/Artificial Intelligence

Large-Scale Algorithms.

id : 20240514240743
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Authors

Olivier Delalleau, Yoshua Bengio, Nicolas Le Roux

Citations (7)

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Topics

Learning with Noisy Labels in Machine Learning in Physical Sciences/Computer Science/Artificial Intelligence

Learning from Partial Labels with Minimum Entropy

id : 20240514240739
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Authors

Yves Grandvalet, Yoshua Bengio

Citations (15)

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Topics

Active Learning in Machine Learning Research in Physical Sciences/Computer Science/Artificial Intelligence

Manifold Parzen Windows

id : 20240514240735
types : WORK
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Authors

Yoshua Bengio, Pascal Vincent

Citations (47)

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Concepts

Topics

Face Recognition and Dimensionality Reduction Techniques in Physical Sciences/Computer Science/Computer Vision and Pattern Recognition

Non-parametric Regression between Riemannian Manifolds

id : 20240514240746
types : WORK
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Authors

Florian Steinke, Koller, Dale Schuurmans, Yoshua Bengio, L. Bottou

Citations (3)

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Concepts

Topics

Geometric Morphometrics and Statistical Analysis in Physical Sciences/Mathematics/Geometry and Topology

PMFL: Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records

id : 20240514240742
types : WORK
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Authors

Tianyi Zhang, Shirui Zhang, Ziwei Chen, Yoshua Bengio, Dianbo Liu

Citations (3)

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Topics

Privacy-Preserving Techniques for Data Analysis and Machine Learning in Physical Sciences/Computer Science/Artificial Intelligence

Robust Regression with Asymmetric Heavy-Tail Noise Distributions

id : 20240514240740
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Authors

Ichiro Takeuchi, Yoshua Bengio, Takafumi Kanamori

Citations (15)

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Concepts

Topics

Detection and Handling of Multicollinearity in Regression Analysis in Physical Sciences/Mathematics/Statistics and Probability

Training neural networks to recognize speech increased their correspondence to the human auditory pathway but did not yield a shared hierarchy of acoustic features

id : 20240514240745
types : WORK
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Authors

Jessica A. F. Thompson, Yoshua Bengio, Elia Formisano, Marc Schönwiesner

Citations (3)

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Concepts

Topics

Neuronal Oscillations in Cortical Networks in Life Sciences/Neuroscience/Cognitive Neuroscience

Using a Financial Training Criterion Rather than a Prediction Criterion

id : 20240514240752
types : WORK
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Authors

Yoshua Bengio

Citations (5)

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Concepts

Topics

Predicting Stock Market Trends and Movements in Social Sciences/Decision Sciences/Management Science and Operations Research

A Walk with SGD

id : 20240514240770
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Authors

Xing Chen, Devansh Arpit, Christos Tsirigotis, Yoshua Bengio

Citations (0)

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Topics

Molecular Biology of Steroidogenesis and Disorders in Life Sciences/Biochemistry, Genetics and Molecular Biology/Molecular Biology

A Walk with SGD: How SGD Explores Regions of Deep Network Loss?

id : 20240514240755
types : WORK
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Authors

Xing Chen, Devansh Arpit, Christos Tsirigotis, Yoshua Bengio

Citations (1)

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Topics

Content-Centric Networking for Information Delivery in Physical Sciences/Computer Science/Computer Networks and Communications

Automated curriculum generation for Policy Gradients from Demonstrations

id : 20240514240756
types : WORK
keywords :

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Authors

Anirudh Srinivasan, Dzmitry Bahdanau, Maxime Chevalier-Boisvert, Yoshua Bengio

Citations (1)

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Topics

Computational Thinking in Education in Physical Sciences/Computer Science/Computer Science Applications

CACHE (Critical Assessment of Computational Hit-finding Experiments): A public-private partnership benchmarking initiative to enable the development of computational methods for hit-finding

id : 20240514240758
types : WORK
keywords :

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Authors

Suzanne Ackloo, Rima Al‐awar, Rommie E. Amaro, C.H. Arrowsmith, Hátylas Azevedo, Robert A. Batey, Yoshua Bengio, Ulrich Betz, Cristian Bologa, John D. Chodera, Wendy D. Cornell, Ian Dunham, Gerhard Ecker, Kristina Edfeldt, A.M. Edwards, Michael K. Gilson, Cláudia R. Gordijo, Gerhard Heßler, Alexander Hillisch, Anders Hogner, John J. Irwin, Johanna Jansen, Daniel Kühn, Andrew R. Leach, Alpha A. Lee, Uta Lessel, John Moult, Ingo Muegge, Tudor I. Oprea, Benjamin Perry, Patrick Riley, Kumar Singh Saikatendu, Vijayaratnam Santhakumar, Matthieu Schapira, Cora Scholten, Matthew H. Todd, Masoud Vedadi, Andrea Volkamer, Timothy M. Willson

Citations (1)

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Topics

Protein Microarray Technology and Applications in Life Sciences/Biochemistry, Genetics and Molecular Biology/Molecular Biology

CAMAP: Artificial neural networks unveil the role of codon arrangement in modulating MHC-I peptides presentation

id : 20240514240757
types : WORK
keywords :

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Authors

Tariq Daouda, Maude Dumont-Lagacé, Albert Feghaly, Yahya Benslimane, Rébecca Panès, Mathieu Courcelles, Mohamed Benhammadi, Lea Harrington, Pierre Thibault, François Major, Yoshua Bengio, Étienne Gagnon, Sébastien Lemieux, Claude Perreault

Citations (1)

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Topics

Prediction of Peptide-MHC Binding Affinity in Life Sciences/Biochemistry, Genetics and Molecular Biology/Molecular Biology

Conditional Networks

id : 20240514240773
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Authors

Anthony Ortiz, Kris Sankaran, Olac Fuentes, Christopher Kiekintveld, Pascal Vincent, Yoshua Bengio, Doina Precup

Citations (0)

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Topics

Deep Learning in Medical Image Analysis in Physical Sciences/Computer Science/Artificial Intelligence

Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation.

id : 20240514240771
types : WORK
keywords :

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Authors

Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier

Citations (0)

Concepts

Topics

Neural Network Fundamentals and Applications in Physical Sciences/Computer Science/Artificial Intelligence

Exploring the Wasserstein metric for time-to-event analysis

id : 20240514240774
types : WORK
keywords :

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Authors

Tristan Sylvain, Margaux Luck, Joseph Cohen, Héloïse Cardinal, Andrea Lodi, Yoshua Bengio

Citations (0)

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Topics

Analysis of Brain Functional Connectivity Networks in Life Sciences/Neuroscience/Cognitive Neuroscience

Gaussian mixture densities for classification of nuclear power plant data

id : 20240514240761
types : WORK
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Authors

Yoshua Bengio, François Gingras, B. Goulard, Jean‐Marc Lina, Keith G. Scott

Citations (1)

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Concepts

Topics

Process Fault Detection and Diagnosis in Industries in Physical Sciences/Engineering/Control and Systems Engineering

Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial Peptides Generation and Selection

id : 20240514240760
types : WORK
keywords :

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Authors

Bonaventure F. P. Dossou, Dianbo Liu, Jianzhong Xu, Moksh Jain, Almer M. van der Sloot, Roger Palou, M.B. Tyers, Yoshua Bengio

Citations (0)

Concepts

Topics

Prediction of Peptide-MHC Binding Affinity in Life Sciences/Biochemistry, Genetics and Molecular Biology/Molecular Biology

La révolution de l’apprentissage profond

id : 20240514240768
types : WORK
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Authors

Yoshua Bengio

Citations (0)

Concepts

Topics

Sociology of Public Action and Professional Practices in Social Sciences/Social Sciences/Sociology and Political Science

Learning of Sophisticated Curriculums by viewing them as Graphs over Tasks

id : 20240514240762
types : WORK
keywords :

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Authors

Lucas Willems, Yoshua Bengio

Citations (0)

Concepts

Topics

Self-Regulated Learning in Educational Research in Social Sciences/Psychology/Developmental and Educational Psychology

Learning powerful policies and better dynamics models by encouraging consistency

id : 20240514240763
types : WORK
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Authors

Shagun Sodhani, Anirudh Goyal, Tristan Deleu, Yoshua Bengio, Jian Tang

Citations (0)

Concepts

Topics

System Dynamics Modeling and Applications in Social Sciences/Decision Sciences/Management Science and Operations Research

Learning the Arrow of Time

id : 20240514240764
types : WORK
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Authors

Nasim Rahaman, Steffen Wolf, Anirudh Goyal, Roman Remme, Yoshua Bengio

Citations (0)

Concepts

Topics

Neuronal Oscillations in Cortical Networks in Life Sciences/Neuroscience/Cognitive Neuroscience

Learning the Arrow of Time

id : 20240514240769
types : WORK
keywords :

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Authors

Nasim Rahaman, Steffen Wolf, Anirudh Goyal, Roman Remme, Yoshua Bengio

Citations (0)

Concepts

Topics

in //

MaD TwinNet Results (SDR, SIR, and SAR)

id : 20240514240766
types : WORK
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Authors

Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio

Citations (0)

Concepts

Topics

Optimizing Information Freshness in Communication Networks in Physical Sciences/Computer Science/Computer Networks and Communications

Metric-Based Model Selection For Time-Series Forecasting

id : 20240514240772
types : WORK
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Authors

Yoshua Bengio, Nicolas Chapados

Citations (0)

Concepts

Topics

Clustering of Time Series Data and Algorithms in Physical Sciences/Computer Science/Signal Processing

No unbiased Estimator of the Variance of K-Fold Cross-Validation

id : 20240514240753
types : WORK
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Authors

Yoshua Bengio, Yves Grandvalet

Citations (2)

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Concepts

Topics

Neural Network Fundamentals and Applications in Physical Sciences/Computer Science/Artificial Intelligence

On summarized validation curves and generalization

id : 20240514240765
types : WORK
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Authors

Mohammad Hashir, Yoshua Bengio, Joseph Cohen

Citations (0)

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Topics

Isogeometric Analysis in Computational Engineering in Physical Sciences/Engineering/Computational Mechanics

Personnalités de l’informatique

id : 20240514240767
types : WORK
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Authors

Yoshua Bengio

Citations (0)

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Topics

Education, Technology, and Territorial Intelligence in Social Sciences/Social Sciences/Education

SGD Smooths The Sharpest Directions

id : 20240514240754
types : WORK
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Authors

Stanisław Jastrzębski, Zac Kenton, Nicolas Ballas, Asja Fischer, Amos Storkey, Yoshua Bengio

Citations (1)

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in //

Speech coding with multi-layer networks

id : 20240514240759
types : WORK
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Authors

Yoshua Bengio, Régis Cardin, Piero Cosi, Renato De Mori, Ettore Merlo

Citations (1)

Cited by

Concepts

Topics

Speech Recognition Technology in Physical Sciences/Computer Science/Artificial Intelligence

A Semi-Supervised Diagnostic Framework Based on the Surface Estimation of Faulty Distributions

id : 20240514240798
types : WORK
keywords :

#Content

A Survey on Deep Semi-supervised Learning

id : 20240514240799
types : WORK
keywords :

#Content

A survey on semi-supervised learning

id : 20240514240782
types : WORK
keywords :

#Content

Billion-scale semi-supervised learning for image classification

id : 20240514240785
types : WORK
keywords :

#Content

CACHE (Critical Assessment of Computational Hit-finding Experiments): A public-private partnership benchmarking initiative to enable the development of computational methods for hit-finding

id : 20240514240776
types : WORK
keywords :

Web View | Open Alex View

Authors

Suzanne Ackloo, Rima Al‐awar, Rommie E. Amaro, C.H. Arrowsmith, Hátylas Azevedo, Robert A. Batey, Yoshua Bengio, Ulrich Betz, Cristian Bologa, John D. Chodera, Wendy D. Cornell, Ian Dunham, Gerhard Ecker, Kristina Edfeldt, A.M. Edwards, Michael K. Gilson, Cláudia R. Gordijo, Gerhard Heßler, Alexander Hillisch, Anders Hogner, John J. Irwin, Johanna Jansen, Daniel Kühn, Andrew R. Leach, Alpha A. Lee, Uta Lessel, John Moult, Ingo Muegge, Tudor I. Oprea, Benjamin Perry, Patrick Riley, Kumar Singh Saikatendu, Vijayaratnam Santhakumar, Matthieu Schapira, Cora Scholten, Matthew H. Todd, Masoud Vedadi, Andrea Volkamer, Timothy M. Willson

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Topics

Protein Microarray Technology and Applications in Life Sciences/Biochemistry, Genetics and Molecular Biology/Molecular Biology

CACHE (Critical Assessment of Computational Hit-finding Experiments): A public-private partnership benchmarking initiative to enable the development of computational methods for hit-finding

id : 20240514240777
types : WORK
keywords :

Web View | Open Alex View

Authors

Suzanne Ackloo, Rima Al‐awar, Rommie E. Amaro, C.H. Arrowsmith, Hátylas Azevedo, Robert A. Batey, Yoshua Bengio, Ulrich Betz, Cristian Bologa, John D. Chodera, Wendy D. Cornell, Ian Dunham, Gerhard Ecker, Kristina Edfeldt, A.M. Edwards, Michael K. Gilson, Cláudia R. Gordijo, Gerhard Heßler, Alexander Hillisch, Anders Hogner, John J. Irwin, Johanna Jansen, Daniel Kühn, Andrew R. Leach, Alpha A. Lee, Uta Lessel, John Moult, Ingo Muegge, Tudor I. Oprea, Benjamin Perry, Patrick Riley, Kumar Singh Saikatendu, Vijayaratnam Santhakumar, Matthieu Schapira, Cora Scholten, Matthew H. Todd, Masoud Vedadi, Andrea Volkamer, Timothy M. Willson

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Topics

Uncertainty Quantification and Sensitivity Analysis in Social Sciences/Decision Sciences/Statistics, Probability and Uncertainty

CAMAP: Artificial neural networks unveil the role of codon arrangement in modulating MHC-I peptides presentation

id : 20240514240775
types : WORK
keywords :

Web View | Open Alex View

Authors

Tariq Daouda, Maude Dumont-Lagacé, Albert Feghaly, Yahya Benslimane, Rébecca Panès, Mathieu Courcelles, Mohamed Benhammadi, Lea Harrington, Pierre Thibault, François Major, Yoshua Bengio, Étienne Gagnon, Sébastien Lemieux, Claude Perreault

Citations (0)

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Topics

Prediction of Peptide-MHC Binding Affinity in Life Sciences/Biochemistry, Genetics and Molecular Biology/Molecular Biology

Citizen-Centric Urban Planning through Extracting Emotion Information from Twitter in an Interdisciplinary Space-Time-Linguistics Algorithm

id : 20240514240797
types : WORK
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Classification using discriminative restricted Boltzmann machines

id : 20240514240783
types : WORK
keywords :

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Cost Functions and Model Combination for VaR-based Asset Allocation using Neural Networks

id : 20240514240780
types : WORK
keywords :

Web View | Open Alex View

Authors

Yoshua Bengio, Nicolas Chapados

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Concepts

Topics

Predicting Stock Market Trends and Movements in Social Sciences/Decision Sciences/Management Science and Operations Research

Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection

id : 20240514240800
types : WORK
keywords :

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Experiments on the Application of IOHMMs to Model Financial Returns Series

id : 20240514240779
types : WORK
keywords :

Web View | Open Alex View

Authors

Yoshua Bengio, Réjean Ducharme, Vincent-Philippe Lauzon

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Concepts

Topics

Predicting Stock Market Trends and Movements in Social Sciences/Decision Sciences/Management Science and Operations Research

Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data

id : 20240514240790
types : WORK
keywords :

#Content

GraphHop: An Enhanced Label Propagation Method for Node Classification

id : 20240514240801
types : WORK
keywords :

#Content

Input Decay: Simple and Effective Soft Variable Selection

id : 20240514240778
types : WORK
keywords :

Web View | Open Alex View

Authors

Yoshua Bengio, Nicolas Chapados

Citations (0)

Concepts

Topics

Neural Network Fundamentals and Applications in Physical Sciences/Computer Science/Artificial Intelligence

Label Efficient Semi-Supervised Learning via Graph Filtering

id : 20240514240795
types : WORK
keywords :

#Content

Label propagation in video sequences

id : 20240514240791
types : WORK
keywords :

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Learning algorithms for the classification restricted Boltzmann machine

id : 20240514240789
types : WORK
keywords :

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Low-Shot Learning with Large-Scale Diffusion

id : 20240514240794
types : WORK
keywords :

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New Regularized Algorithms for Transductive Learning

id : 20240514240788
types : WORK
keywords :

#Content

Random sampling of bandlimited signals on graphs

id : 20240514240792
types : WORK
keywords :

#Content

Retrofitting Word Vectors to Semantic Lexicons

id : 20240514240784
types : WORK
keywords :

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Robust multi-class transductive learning with graphs

id : 20240514240793
types : WORK
keywords :

#Content

Semisupervised image classification by mutual learning of multiple self‐supervised models

id : 20240514240787
types : WORK
keywords :

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Smart Reply

id : 20240514240786
types : WORK
keywords :

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Smart Reply: Automated Response Suggestion for Email

id : 20240514240796
types : WORK
keywords :

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A Survey of Transfer Learning for Convolutional Neural Networks

id : 20240514240813
types : WORK
keywords :

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Artificial neural network development by means of a novel combination of grammatical evolution and genetic algorithm

id : 20240514240818
types : WORK
keywords :

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Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection

id : 20240514240805
types : WORK
keywords :

#Content

Empirical Bayes Transductive Meta-Learning with Synthetic Gradients

id : 20240514240822
types : WORK
keywords :

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Evolving artificial neural networks

id : 20240514240807
types : WORK
keywords :

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From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems

id : 20240514240823
types : WORK
keywords :

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Inductive biases for deep learning of higher-level cognition

id : 20240514240815
types : WORK
keywords :

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Learning 5000 Relational Extractors

id : 20240514240803
types : WORK
keywords :

#Content

Learning with Partially Absorbing Random Walks

id : 20240514240802
types : WORK
keywords :

#Content

Meta-learning in natural and artificial intelligence

id : 20240514240821
types : WORK
keywords :

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Meta-Learning in Neural Networks: A Survey

id : 20240514240808
types : WORK
keywords :

#Content

Meta-Learning in Neural Networks: A Survey

id : 20240514240812
types : WORK
keywords :

#Content

Meta-SGD: Learning to Learn Quickly for Few-Shot Learning

id : 20240514240809
types : WORK
keywords :

#Content

N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

id : 20240514240811
types : WORK
keywords :

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Recasting Gradient-Based Meta-Learning as Hierarchical Bayes

id : 20240514240819
types : WORK
keywords :

#Content

Relational Embedding for Few-Shot Classification

id : 20240514240814
types : WORK
keywords :

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SCL-MLNet: Boosting Few-Shot Remote Sensing Scene Classification via Self-Supervised Contrastive Learning

id : 20240514240817
types : WORK
keywords :

#Content

Spatio-Temporal Meta Learning for Urban Traffic Prediction

id : 20240514240816
types : WORK
keywords :

#Content

Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference

id : 20240514240804
types : WORK
keywords :

#Content

Toward Causal Representation Learning

id : 20240514240810
types : WORK
keywords :

#Content

Unsupervised Learning via Meta-Learning

id : 20240514240820
types : WORK
keywords :

#Content

Zero-Shot Text Classification via Knowledge Graph Embedding for Social Media Data

id : 20240514240806
types : WORK
keywords :

#Content

A Computationally Efficient Path-Following Control Strategy of Autonomous Electric Vehicles With Yaw Motion Stabilization

id : 20240514240841
types : WORK
keywords :

#Content

A stock price prediction method based on meta-learning and variational mode decomposition

id : 20240514240825
types : WORK
keywords :

#Content

Activation functions and their characteristics in deep neural networks

id : 20240514240837
types : WORK
keywords :

#Content

Activation Functions: Comparison of trends in Practice and Research for Deep Learning

id : 20240514240834
types : WORK
keywords :

#Content

CNN-based image recognition for topology optimization

id : 20240514240842
types : WORK
keywords :

#Content

Data and Power Efficient Intelligence with Neuromorphic Learning Machines

id : 20240514240829
types : WORK
keywords :

#Content

Deep Sparse Rectifier Neural Networks

id : 20240514240832
types : WORK
keywords :

#Content

DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning

id : 20240514240835
types : WORK
keywords :

#Content

Large-Scale Image Retrieval with Attentive Deep Local Features

id : 20240514240833
types : WORK
keywords :

#Content

Learning to Optimize Neural Nets

id : 20240514240827
types : WORK
keywords :

#Content

Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon

id : 20240514240828
types : WORK
keywords :

#Content

Mapped aboveground carbon stocks to advance forest conservation and recovery in Malaysian Borneo

id : 20240514240840
types : WORK
keywords :

#Content

Meta Auxiliary Learning for Facial Action Unit Detection

id : 20240514240831
types : WORK
keywords :

#Content

Meta Batch-Instance Normalization for Generalizable Person Re-Identification

id : 20240514240839
types : WORK
keywords :

#Content

Meta-Learning for Few-Shot Land Cover Classification

id : 20240514240824
types : WORK
keywords :

#Content

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning

id : 20240514240830
types : WORK
keywords :

#Content

Multimodality in meta-learning: A comprehensive survey

id : 20240514240826
types : WORK
keywords :

#Content

Quantitative Phase Imaging and Artificial Intelligence: A Review

id : 20240514240838
types : WORK
keywords :

#Content

Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution

id : 20240514240836
types : WORK
keywords :

#Content

A Bayesian Deep Learning RUL Framework Integrating Epistemic and Aleatoric Uncertainties

id : 20240514240843
types : WORK
keywords :

#Content

A Decentralized Approach towards Responsible AI in Social Ecosystems

id : 20240514240866
types : WORK
keywords :

#Content

Adaptive deep neural networks methods for high-dimensional partial differential equations

id : 20240514240854
types : WORK
keywords :

#Content

AI Governance for Businesses.

id : 20240514240863
types : WORK
keywords :

#Content

Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test

id : 20240514240870
types : WORK
keywords :

#Content

Computation of a probabilistic and anisotropic failure metric on the aortic wall using a machine learning-based surrogate model

id : 20240514240853
types : WORK
keywords :

#Content

Continuous Subject-in-the-Loop Integration: Centering AI on Marginalized Communities.

id : 20240514240872
types : WORK
keywords :

#Content

Damage quantification in truss structures by limited sensor-based surrogate model

id : 20240514240852
types : WORK
keywords :

#Content

Deep Learning for Predicting Significant Wave Height From Synthetic Aperture Radar

id : 20240514240848
types : WORK
keywords :

#Content

DenseHMM: Learning Hidden Markov Models by Learning Dense Representations

id : 20240514240867
types : WORK
keywords :

#Content

Explainable Machine Learning with Prior Knowledge: An Overview

id : 20240514240858
types : WORK
keywords :

#Content

Large-Scale Image Retrieval with Attentive Deep Local Features

id : 20240514240847
types : WORK
keywords :

#Content

Merging in Congested Freeway Traffic Using Multipolicy Decision Making and Passive Actor-Critic Learning

id : 20240514240849
types : WORK
keywords :

#Content

Monitoring and Diagnosability of Perception Systems

id : 20240514240864
types : WORK
keywords :

#Content

Movement decoding using spatio-spectral features of cortical and subcortical local field potentials

id : 20240514240855
types : WORK
keywords :

#Content

Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems

id : 20240514240860
types : WORK
keywords :

#Content

Neural Networks for Option Pricing and Hedging: A Literature Review

id : 20240514240850
types : WORK
keywords :

#Content

Nonintrusive Speech Intelligibility Prediction Using Convolutional Neural Networks

id : 20240514240856
types : WORK
keywords :

#Content

On Controllability of AI.

id : 20240514240862
types : WORK
keywords :

#Content

Principles to Practices for Responsible AI: Closing the Gap

id : 20240514240857
types : WORK
keywords :

#Content

Recent Advances in Deep Learning Techniques for Face Recognition

id : 20240514240844
types : WORK
keywords :

#Content

Rethinking Channel Dimensions for Efficient Model Design

id : 20240514240845
types : WORK
keywords :

#Content

Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems

id : 20240514240865
types : WORK
keywords :

#Content

scGMAI: a Gaussian mixture model for clustering single-cell RNA-Seq data based on deep autoencoder

id : 20240514240851
types : WORK
keywords :

#Content

The Econometrics of Option Pricing

id : 20240514240846
types : WORK
keywords :

#Content

Towards a Robust and Trustworthy Machine Learning System Development.

id : 20240514240861
types : WORK
keywords :

#Content

Towards evaluating and eliciting high-quality documentation for intelligent systems.

id : 20240514240871
types : WORK
keywords :

#Content

Towards Map-Based Validation of Semantic Segmentation Masks.

id : 20240514240868
types : WORK
keywords :

#Content

Trustworthy AI Inference Systems: An Industry Research View

id : 20240514240869
types : WORK
keywords :

#Content

Where Responsible AI meets Reality: Practitioner Perspectives on Enablers for shifting Organizational Practices

id : 20240514240859
types : WORK
keywords :

#Content

A Tutorial on Sparse Gaussian Processes and Variational Inference

id : 20240514240888
types : WORK
keywords :

#Content

AI Development for the Public Interest: From Abstraction Traps to Sociotechnical Risks

id : 20240514240874
types : WORK
keywords :

#Content

Approximate Inference in Discrete Distributions with Monte Carlo Tree Search and Value Functions

id : 20240514240896
types : WORK
keywords :

#Content

Audit and Assurance of AI Algorithms: A framework to ensure ethical algorithmic practices in Artificial Intelligence.

id : 20240514240879
types : WORK
keywords :

#Content

Bellman: A Toolbox for Model-Based Reinforcement Learning in TensorFlow

id : 20240514240899
types : WORK
keywords :

#Content

Bootstrapping the Expressivity with Model-based Planning

id : 20240514240892
types : WORK
keywords :

#Content

Causally Explainable Decision Recommendations Using Causal Artificial Intelligence

id : 20240514240895
types : WORK
keywords :

#Content

Control as Hybrid Inference

id : 20240514240893
types : WORK
keywords :

#Content

Credit Assignment Techniques in Stochastic Computation Graphs.

id : 20240514240884
types : WORK
keywords :

#Content

Deep active inference agents using Monte-Carlo methods

id : 20240514240886
types : WORK
keywords :

#Content

Distilling a Hierarchical Policy for Planning and Control via Representation and Reinforcement Learning

id : 20240514240898
types : WORK
keywords :

#Content

Distilling a Hierarchical Policy for Planning and Control via Representation and Reinforcement Learning

id : 20240514240900
types : WORK
keywords :

#Content

DualSMC: Tunneling Differentiable Filtering and Planning under Continuous POMDPs

id : 20240514240890
types : WORK
keywords :

#Content

Ethics as a service: a pragmatic operationalisation of AI Ethics

id : 20240514240875
types : WORK
keywords :

#Content

Identifying Roles, Requirements and Responsibilities in Trustworthy AI Systems.

id : 20240514240878
types : WORK
keywords :

#Content

Improving Actor–Critic Reinforcement Learning via Hamiltonian Monte Carlo Method

id : 20240514240889
types : WORK
keywords :

#Content

Iterative Amortized Policy Optimization

id : 20240514240891
types : WORK
keywords :

#Content

Learning and Planning in Complex Action Spaces

id : 20240514240885
types : WORK
keywords :

#Content

Learning Off-Policy with Online Planning

id : 20240514240897
types : WORK
keywords :

#Content

Local Search for Policy Iteration in Continuous Control.

id : 20240514240887
types : WORK
keywords :

#Content

Nose to Glass: Looking In to Get Beyond.

id : 20240514240873
types : WORK
keywords :

#Content

Practices for Engineering Trustworthy Machine Learning Applications

id : 20240514240876
types : WORK
keywords :

#Content

PyTorch, Explain! A Python library for Logic Explained Networks.

id : 20240514240880
types : WORK
keywords :

#Content

Rational Decision and Risk Analysis and Irrational Human Behavior

id : 20240514240894
types : WORK
keywords :

#Content

Safe Transformative AI via a Windfall Clause

id : 20240514240881
types : WORK
keywords :

#Content

Street-Map Based Validation of Semantic Segmentation in Autonomous Driving

id : 20240514240877
types : WORK
keywords :

#Content

Variational Inference MPC for Bayesian Model-based Reinforcement Learning

id : 20240514240883
types : WORK
keywords :

#Content

When to Trust Your Model: Model-Based Policy Optimization

id : 20240514240882
types : WORK
keywords :

#Content

A Survey of Artificial Intelligence Challenges: Analyzing the Definitions, Relationships, and Evolutions

id : 20240514240908
types : WORK
keywords :

#Content

A Survey on Challenges in Designing Cognitive Engines

id : 20240514240922
types : WORK
keywords :

#Content

A System Architecture for Ethical Platformisation

id : 20240514240924
types : WORK
keywords :

#Content

Artificial Intelligence Approaches and Mechanisms for Big Data Analytics: A Systematic Study

id : 20240514240923
types : WORK
keywords :

#Content

Artificial Intelligence in Accounting: Ethical Challenges and Legal Perspectives

id : 20240514240913
types : WORK
keywords :

#Content

Artificial Intelligence in Advertising: Advancements, Challenges, and Ethical Considerations in Targeting, Personalization, Content Creation, and Ad Optimization

id : 20240514240925
types : WORK
keywords :

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Australian public understandings of artificial intelligence

id : 20240514240910
types : WORK
keywords :

#Content

Cognitive Internet of Things: Challenges and Solutions

id : 20240514240929
types : WORK
keywords :

#Content

Discovering the Landscape and Evolution of Responsible Research and Innovation (RRI): Science Mapping Based on Bibliometric Analysis

id : 20240514240920
types : WORK
keywords :

#Content

Explaining the Principles to Practices Gap in AI

id : 20240514240909
types : WORK
keywords :

#Content

Governing in Bad Faith: Suppressing Democracy in Pretense of “Saving Democracy”

id : 20240514240928
types : WORK
keywords :

#Content

Improving Actor-Critic Reinforcement Learning via Hamiltonian Policy.

id : 20240514240905
types : WORK
keywords :

#Content

Moral dilemmas for moral machines

id : 20240514240919
types : WORK
keywords :

#Content

On the Expressivity of Neural Networks for Deep Reinforcement Learning

id : 20240514240902
types : WORK
keywords :

#Content

Optimized Auxiliary Particle Filters: adapting mixture proposals via convex optimization

id : 20240514240904
types : WORK
keywords :

#Content

Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design

id : 20240514240921
types : WORK
keywords :

#Content

Public perceptions of the use of artificial intelligence in Defence: a qualitative exploration

id : 20240514240916
types : WORK
keywords :

#Content

Reclaiming artificial intelligence accounts: A plea for a participatory turn in artificial intelligence inquiries

id : 20240514240918
types : WORK
keywords :

#Content

Reinforcement Learning as Iterative and Amortised Inference

id : 20240514240903
types : WORK
keywords :

#Content

Role of artificial intelligence in environmental sustainability

id : 20240514240911
types : WORK
keywords :

#Content

Should AI be Designed to Save Us From Ourselves?: Artificial Intelligence for Sustainability

id : 20240514240912
types : WORK
keywords :

#Content

Some Ethical, Legal, and Social Dimensions of Pandemic Response Technology

id : 20240514240930
types : WORK
keywords :

#Content

Structured World Belief for Reinforcement Learning in POMDP

id : 20240514240906
types : WORK
keywords :

#Content

Systematic Review and Prospects on Social Risks of Artificial Intelligence— Visual Analysis Based on CiteSpace Knowledge Graph

id : 20240514240914
types : WORK
keywords :

#Content

Technological Solutions to Online Toxicity: Potential and Pitfalls

id : 20240514240926
types : WORK
keywords :

#Content

The Societal Impact of Artificial Intelligence in Sustainable Investment Strategies

id : 20240514240917
types : WORK
keywords :

#Content

The Unbelievable Pointlessness of Impact

id : 20240514240927
types : WORK
keywords :

#Content

Using Artificial Intelligence to Visualize the Impacts of Climate Change

id : 20240514240907
types : WORK
keywords :

#Content

Vehicle Type Specific Waypoint Generation

id : 20240514240901
types : WORK
keywords :

#Content

Why Do Longtermists Care about Protecting the Environment? An Investigation on the Underlying Mechanisms of Pro-Climate Policy Support

id : 20240514240915
types : WORK
keywords :

#Content

A Theory of Label Propagation for Subpopulation Shift

id : 20240514240944
types : WORK
keywords :

#Content

AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation

id : 20240514240943
types : WORK
keywords :

#Content

Advances in Solution- and Solid-Phase Synthesis toward the Generation of Natural Product-like Libraries

id : 20240514240955
types : WORK
keywords :

#Content

An Agonistic TrkB mAb Causes Sustained TrkB Activation, Delays RGC Death, and Protects the Retinal Structure in Optic Nerve Axotomy and in Glaucoma

id : 20240514240960
types : WORK
keywords :

#Content

Astrogliosis as a therapeutic target for neurodegenerative diseases

id : 20240514240956
types : WORK
keywords :

#Content

Backprop Induced Feature Weighting for Adversarial Domain Adaptation with Iterative Label Distribution Alignment

id : 20240514240939
types : WORK
keywords :

#Content

Boosting Cross-Domain Speech Recognition With Self-Supervision

id : 20240514240934
types : WORK
keywords :

#Content

Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization

id : 20240514240940
types : WORK
keywords :

#Content

Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization

id : 20240514240949
types : WORK
keywords :

#Content

Cross-Domain Sentiment Classification with In-Domain Contrastive Learning

id : 20240514240946
types : WORK
keywords :

#Content

Cycle Self-Training for Domain Adaptation

id : 20240514240938
types : WORK
keywords :

#Content

Feature-enhanced adversarial semi-supervised semantic segmentation network for pulmonary embolism annotation

id : 20240514240941
types : WORK
keywords :

#Content

GDNF, NGF and BDNF as therapeutic options for neurodegeneration

id : 20240514240953
types : WORK
keywords :

#Content

Imbalanced Fault Diagnosis Based on Supervised Prototypical Contrastive Network

id : 20240514240947
types : WORK
keywords :

#Content

Importance and synthesis of benzannulated medium-sized and macrocyclic rings (BMRs)

id : 20240514240954
types : WORK
keywords :

#Content

Inhibition of p75NTR in glia potentiates TrkA-mediated survival of injured retinal ganglion cells

id : 20240514240959
types : WORK
keywords :

#Content

Invariant Information Bottleneck for Domain Generalization

id : 20240514240936
types : WORK
keywords :

#Content

Macrocycles Are Great Cycles: Applications, Opportunities, and Challenges of Synthetic Macrocycles in Drug Discovery

id : 20240514240952
types : WORK
keywords :

#Content

NI-UDA: Graph Contrastive Domain Adaptation for Nonshared-and-Imbalanced Unsupervised Domain Adaptation

id : 20240514240948
types : WORK
keywords :

#Content

Partial Domain Adaptation without Domain Alignment

id : 20240514240951
types : WORK
keywords :

#Content

Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation

id : 20240514240937
types : WORK
keywords :

#Content

S4T: Source-free domain adaptation for semantic segmentation via self-supervised selective self-training.

id : 20240514240945
types : WORK
keywords :

#Content

SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation

id : 20240514240942
types : WORK
keywords :

#Content

SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation

id : 20240514240932
types : WORK
keywords :

#Content

SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation

id : 20240514240950
types : WORK
keywords :

#Content

Small, Nonpeptide p75<sup>NTR</sup>Ligands Induce Survival Signaling and Inhibit proNGF-Induced Death

id : 20240514240958
types : WORK
keywords :

#Content

Supervised Contrastive Learning-Based Domain Adaptation Network for Intelligent Unsupervised Fault Diagnosis of Rolling Bearing

id : 20240514240933
types : WORK
keywords :

#Content

The angiopoietin:Tie 2 interaction: A potential target for future therapies in human vascular disease

id : 20240514240957
types : WORK
keywords :

#Content

TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation

id : 20240514240931
types : WORK
keywords :

#Content

Understanding cytokine and growth factor receptor activation mechanisms

id : 20240514240961
types : WORK
keywords :

#Content

Unsupervised Domain Adaptation via Risk-Consistent Estimators

id : 20240514240935
types : WORK
keywords :

#Content

A Combinatorial Method for Solution-Phase Synthesis of Labeled Bivalent β-Turn Mimics

id : 20240514240973
types : WORK
keywords :

#Content

A Hierarchical Clustering Based on Mutual Information Maximization

id : 20240514240988
types : WORK
keywords :

#Content

A small molecule TrkB/TrkC neurotrophin receptor co-activator with distinctive effects on neuronal survival and process outgrowth

id : 20240514240968
types : WORK
keywords :

#Content

BB14, a Nerve Growth Factor (NGF)-like peptide shown to be effective in reducing reactive astrogliosis and restoring synaptic homeostasis in a rat model of peripheral nerve injury

id : 20240514240970
types : WORK
keywords :

#Content

Bivalent Peptidomimetic Ligands of TrkC Are Biased Agonists and Selectively Induce Neuritogenesis or Potentiate Neurotrophin-3 Trophic Signals

id : 20240514240969
types : WORK
keywords :

#Content

Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks

id : 20240514240978
types : WORK
keywords :

#Content

Functional mimetics of neurotrophins and their receptors

id : 20240514240972
types : WORK
keywords :

#Content

Growth factors and their peptide mimetics for treatment of traumatic brain injury

id : 20240514240966
types : WORK
keywords :

#Content

Identification of a Molecular Activator for Insulin Receptor with Potent Anti-diabetic Effects

id : 20240514240975
types : WORK
keywords :

#Content

Identification of a Small Molecular Insulin Receptor Agonist With Potent Antidiabetes Activity

id : 20240514240964
types : WORK
keywords :

#Content

Learning Probability Measures with respect to Optimal Transport Metrics

id : 20240514240991
types : WORK
keywords :

#Content

Ligand bias in receptor tyrosine kinase signaling

id : 20240514240965
types : WORK
keywords :

#Content

Locally Defined Principal Curves and Surfaces

id : 20240514240986
types : WORK
keywords :

#Content

Modulating Neurotrophin Receptor Signaling as a Therapeutic Strategy for Huntington’s Disease

id : 20240514240971
types : WORK
keywords :

#Content

Modulation of Protein-Protein Interactions by Stabilizing/Mimicking Protein Secondary Structure Elements

id : 20240514240963
types : WORK
keywords :

#Content

Multivariate online kernel density estimation with Gaussian kernels

id : 20240514240979
types : WORK
keywords :

#Content

Neuroprotection: Pro-survival and Anti-neurotoxic Mechanisms as Therapeutic Strategies in Neurodegeneration

id : 20240514240976
types : WORK
keywords :

#Content

Non-Local Manifold Parzen Windows

id : 20240514240992
types : WORK
keywords :

#Content

Non-Local Manifold Tangent Learning

id : 20240514240987
types : WORK
keywords :

#Content

Nonlinear Manifold Learning For Data Stream

id : 20240514240989
types : WORK
keywords :

#Content

Nonparametric bottom-up saliency detection by self-resemblance

id : 20240514240983
types : WORK
keywords :

#Content

Principal Component Adversarial Example

id : 20240514240985
types : WORK
keywords :

#Content

Representation Learning: A Review and New Perspectives

id : 20240514240984
types : WORK
keywords :

#Content

Small molecule activators of the Trk receptors for neuroprotection

id : 20240514240974
types : WORK
keywords :

#Content

Static and space-time visual saliency detection by self-resemblance

id : 20240514240977
types : WORK
keywords :

#Content

Submanifold density estimation

id : 20240514240990
types : WORK
keywords :

#Content

Targeting reactive astrogliosis by novel biotechnological strategies

id : 20240514240967
types : WORK
keywords :

#Content

The Dark Side of the NGF Family: Neurotrophins in Neoplasias

id : 20240514240962
types : WORK
keywords :

#Content

The Manifold Tangent Classifier

id : 20240514240980
types : WORK
keywords :

#Content

The Nearest Neighbor Algorithm of Local Probability Centers

id : 20240514240982
types : WORK
keywords :

#Content

The Riemannian Geometry of Deep Generative Models

id : 20240514240981
types : WORK
keywords :

#Content

A Histogram Transform for ProbabilityDensity Function Estimation

id : 20240514240995
types : WORK
keywords :

#Content

A Self-Paced Regularization Framework for Partial-Label Learning

id : 20240514241020
types : WORK
keywords :

#Content

A Study of Gradient Variance in Deep Learning

id : 20240514241007
types : WORK
keywords :

#Content

Active Learning with Partial Feedback

id : 20240514241024
types : WORK
keywords :

#Content

Automated detection of foveal center in <scp>SD</scp>‐<scp>OCT</scp> images using the saliency of retinal thickness maps

id : 20240514241001
types : WORK
keywords :

#Content

Big Data Analytics for PV Systems Real-time Monitoring

id : 20240514241013
types : WORK
keywords :

#Content

Disambiguation-Free Partial Label Learning

id : 20240514241017
types : WORK
keywords :

#Content

Dual Noise Elimination and Dynamic Label Correlation Guided Partial Multi-Label Learning

id : 20240514241023
types : WORK
keywords :

#Content

Fast parzen window density estimator

id : 20240514240998
types : WORK
keywords :

#Content

Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization

id : 20240514241011
types : WORK
keywords :

#Content

GM-PLL: Graph Matching Based Partial Label Learning

id : 20240514241022
types : WORK
keywords :

#Content

Il ruolo dell’intelligenza artificiale nella gastroenterologia - Already changing the game!

id : 20240514241003
types : WORK
keywords :

#Content

Information matrices and generalization

id : 20240514241008
types : WORK
keywords :

#Content

Integrating Artificial Intelligence and Optimization Techniques for Efficient Delivery

id : 20240514241012
types : WORK
keywords :

#Content

Iterative Non-linear Dimensionality Reduction with Manifold Sculpting

id : 20240514240996
types : WORK
keywords :

#Content

Learning from Partial Labels

id : 20240514241018
types : WORK
keywords :

#Content

Learning Probability Measures with respect to Optimal Transport Metrics

id : 20240514240994
types : WORK
keywords :

#Content

Learning Step Size Controllers for Robust Neural Network Training

id : 20240514241006
types : WORK
keywords :

#Content

Measuring the observer (Hawthorne) effect on adenoma detection rates

id : 20240514241002
types : WORK
keywords :

#Content

Od analizy danych do innowacyjnych technologii

id : 20240514241014
types : WORK
keywords :

#Content

On the interplay between noise and curvature and its effect on optimization and generalization

id : 20240514241009
types : WORK
keywords :

#Content

Partial multi-label learning via specific label disambiguation

id : 20240514241025
types : WORK
keywords :

#Content

Partial Multi-Label Learning with Noisy Label Identification

id : 20240514241019
types : WORK
keywords :

#Content

Practical recommendations for gradient-based training of deep architectures

id : 20240514241005
types : WORK
keywords :

#Content

Practical Recommendations for Gradient-Based Training of Deep Architectures

id : 20240514241004
types : WORK
keywords :

#Content

Simplifying Mixture Models through Function Approximation

id : 20240514240997
types : WORK
keywords :

#Content

Soft clustering for nonparametric probability density function estimation

id : 20240514241000
types : WORK
keywords :

#Content

Solving the partial label learning problem: an instance-based approach

id : 20240514241021
types : WORK
keywords :

#Content

The Riemannian Geometry of Deep Generative Models

id : 20240514240999
types : WORK
keywords :

#Content

Training Efficiency and Robustness in Deep Learning

id : 20240514241015
types : WORK
keywords :

#Content

Trapping non-cognate nucleotide upon initial binding for replication fidelity control in SARS-CoV-2 RNA dependent RNA polymerase

id : 20240514241016
types : WORK
keywords :

#Content

Using the Natural Gradient for training Restricted Boltzmann Machines

id : 20240514241010
types : WORK
keywords :

#Content

Visual saliency for automatic target detection, boundary detection, and image quality assessment

id : 20240514240993
types : WORK
keywords :

#Content

A graph-based semi-supervised learning for question-answering

id : 20240514241057
types : WORK
keywords :

#Content

A new semantic-based feature selection method for spam filtering

id : 20240514241049
types : WORK
keywords :

#Content

Advancing robust regression: Addressing asymmetric noise with the BLINEX loss function

id : 20240514241033
types : WORK
keywords :

#Content

An Improved Feature Representation Method for Maximum Entropy Model

id : 20240514241029
types : WORK
keywords :

#Content

Casualty Insurance Pure Premium Estimation Using Two-Stage Regression Tree

id : 20240514241044
types : WORK
keywords :

#Content

Cluster-based semi-supervised ensemble learning

id : 20240514241060
types : WORK
keywords :

#Content

Conditional mean estimation under asymmetric and heteroscedastic error by linear combination of quantile regressions

id : 20240514241036
types : WORK
keywords :

#Content

Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal Discovery

id : 20240514241037
types : WORK
keywords :

#Content

EHR privacy preservation using federated learning with DQRE-Scnet for healthcare application domains

id : 20240514241055
types : WORK
keywords :

#Content

Estimation de densité conditionnelle lorsque l'hypothèse de normalité est insatisfaisante

id : 20240514241047
types : WORK
keywords :

#Content

Exponentially-Modified Gaussian Mixture Model: Applications in Spectroscopy

id : 20240514241045
types : WORK
keywords :

#Content

FedFusion: Manifold-Driven Federated Learning for Multi-Satellite and Multi-Modality Fusion

id : 20240514241054
types : WORK
keywords :

#Content

Generalized Asymmetric Correntropy for Robust Adaptive Filtering: A Theoretical and Simulation Study

id : 20240514241038
types : WORK
keywords :

#Content

GM-PLL: Graph Matching based Partial Label Learning

id : 20240514241027
types : WORK
keywords :

#Content

Heavy or semi-heavy tail, that is the question

id : 20240514241042
types : WORK
keywords :

#Content

HERA: Partial Label Learning by Combining Heterogeneous Loss with Sparse and Low-Rank Regularization

id : 20240514241030
types : WORK
keywords :

#Content

L2P: An Algorithm for Estimating Heavy-tailed Outcomes

id : 20240514241041
types : WORK
keywords :

#Content

Large-Scale Semi-Supervised Learning.

id : 20240514241058
types : WORK
keywords :

#Content

M-estimation in nonparametric regression under strong dependence and infinite variance

id : 20240514241039
types : WORK
keywords :

#Content

Multi-view partial label machine

id : 20240514241026
types : WORK
keywords :

#Content

Natural Language Processing using Federated Learning: A Structured Literature Review

id : 20240514241056
types : WORK
keywords :

#Content

Online Algorithms for Multiclass Classification using Partial Labels.

id : 20240514241031
types : WORK
keywords :

#Content

Regular, median and Huber cross‐validation: A computational comparison

id : 20240514241040
types : WORK
keywords :

#Content

Regularized Structured Output Learning with Partial Labels

id : 20240514241028
types : WORK
keywords :

#Content

Review of wireless big data in 5G: From physical layer to application layer

id : 20240514241053
types : WORK
keywords :

#Content

Robust analyzes for longitudinal clinical trials with missing and non-normal continuous outcomes

id : 20240514241032
types : WORK
keywords :

#Content

Robust regression under asymmetric or/and non-constant variance error by simultaneously training conditional quantiles

id : 20240514241046
types : WORK
keywords :

#Content

Scalable Graph-Based Learning Applied to Human Language Technology

id : 20240514241061
types : WORK
keywords :

#Content

Selecting training sets for support vector machines: a review

id : 20240514241048
types : WORK
keywords :

#Content

Selection of error probability laws by generalized modified profile likelihood

id : 20240514241043
types : WORK
keywords :

#Content

SSL-QA: Analysis of Semi-Supervised Learning for QuestionAnswering

id : 20240514241062
types : WORK
keywords :

#Content

Statistical Learning Algorithms Applied to Automobile Insurance Ratemaking

id : 20240514241034
types : WORK
keywords :

#Content

Storage Fit Learning with Unlabeled Data

id : 20240514241059
types : WORK
keywords :

#Content

The Regression Learning of the Imbalanced and Big Data by the Online Mixture Model for the Mach Number Forecasting

id : 20240514241051
types : WORK
keywords :

#Content

Towards resource-frugal deep convolutional neural networks for hyperspectral image segmentation

id : 20240514241050
types : WORK
keywords :

#Content

Tropical littoral ambient noise probability density function model based on sea surface temperature

id : 20240514241035
types : WORK
keywords :

#Content

Where machine learning meets smart delivery systems

id : 20240514241052
types : WORK
keywords :

#Content

A convolutional neural network provides a generalizable model of natural sound coding by neural populations in auditory cortex

id : 20240514241068
types : WORK
keywords :

#Content

Application of Deep Learning in Regional Financial Risk Assessment and Prediction

id : 20240514241076
types : WORK
keywords :

#Content

Application of NLP to determine the State of Issues in Bug Tracking Systems

id : 20240514241073
types : WORK
keywords :

#Content

Associated evolution of a support vector machine-based classifier for pedestrian detection

id : 20240514241063
types : WORK
keywords :

#Content

Automatic Differentiation of Algorithms for Machine Learning

id : 20240514241064
types : WORK
keywords :

#Content

Biological convolutions improve DNN robustness to noise and generalisation

id : 20240514241067
types : WORK
keywords :

#Content

Biological convolutions improve DNN robustness to noise and generalisation

id : 20240514241069
types : WORK
keywords :

#Content

Co-Validation: Using Model Disagreement on Unlabeled Data to Validate Classification Algorithms

id : 20240514241082
types : WORK
keywords :

#Content

Codon arrangement modulates MHC-I peptides presentation: implications for a SARS-CoV-2 peptide-based vaccine

id : 20240514241086
types : WORK
keywords :

#Content

Combining Artificial Intelligence and Systems Thinking Tools to Predict Climate Change

id : 20240514241077
types : WORK
keywords :

#Content

Combining policies: the best of human expertise and neurocontrol

id : 20240514241079
types : WORK
keywords :

#Content

Deep Vocoder: Low Bit Rate Compression of Speech with Deep Autoencoder

id : 20240514241088
types : WORK
keywords :

#Content

Feature Scaling for Kernel Fisher Discriminant Analysis Using Leave-One-Out Cross Validation

id : 20240514241065
types : WORK
keywords :

#Content

La convergence des modularités structurelles et fonctionnelles des systèmes complexes

id : 20240514241080
types : WORK
keywords :

#Content

Linear dynamic models for automatic speech recognition

id : 20240514241081
types : WORK
keywords :

#Content

Monte Carlo Tree Search for Continuous and Stochastic Sequential Decision Making Problems

id : 20240514241078
types : WORK
keywords :

#Content

Multi-step Estimation for Gradient-based Meta-learning

id : 20240514241066
types : WORK
keywords :

#Content

Noise-induced degeneration in online learning

id : 20240514241084
types : WORK
keywords :

#Content

On the Local Hessian in Back-propagation

id : 20240514241083
types : WORK
keywords :

#Content

Parametric regression of 3D medical images through the exploration of non-parametric regression models

id : 20240514241072
types : WORK
keywords :

#Content

Robust Multichannel Functional-Data-Analysis Methods for Data Recovery in Complex Systems

id : 20240514241089
types : WORK
keywords :

#Content

Robust Nonparametric Regression with Metric-Space Valued Output

id : 20240514241071
types : WORK
keywords :

#Content

Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction

id : 20240514241070
types : WORK
keywords :

#Content

SSPS: A Semi-Supervised Pattern Shift for Classification

id : 20240514241075
types : WORK
keywords :

#Content

TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction

id : 20240514241087
types : WORK
keywords :

#Content

Towards Continual Reinforcement Learning: A Review and Perspectives

id : 20240514241085
types : WORK
keywords :

#Content

Tri-training and MapReduce-based massive data learning

id : 20240514241074
types : WORK
keywords :

#Content

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Version 2.0.4 • License GPL-3.0-or-later

  • Arthur Perret
  • Guillaume Brioudes
  • Clément Borel
  • Olivier Le Deuff
  • ANR research programme HyperOtlet
D3 v4.13.0
Mike Bostock (BSD 3-Clause)
Nunjucks v3.2.3
James Long (BSD 2-Clause)
Js-yaml v4.1.0
Vitaly Puzrin (MIT License)
Markdown-it v12.3.0
Vitaly Puzrin, Alex Kocharin (MIT License)
Citeproc v2.4.62
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5/14/2024